|
{ |
|
"output_path": "/kaggle/working/train_output", |
|
"logger_uri": null, |
|
"run_name": "vits_kbd_male", |
|
"project_name": null, |
|
"run_description": "\ud83d\udc38Coqui trainer run.", |
|
"print_step": 25, |
|
"plot_step": 100, |
|
"model_param_stats": false, |
|
"wandb_entity": null, |
|
"dashboard_logger": "tensorboard", |
|
"save_on_interrupt": true, |
|
"log_model_step": null, |
|
"save_step": 1000, |
|
"save_n_checkpoints": 5, |
|
"save_checkpoints": true, |
|
"save_all_best": false, |
|
"save_best_after": 10000, |
|
"target_loss": null, |
|
"print_eval": true, |
|
"test_delay_epochs": -1, |
|
"run_eval": true, |
|
"run_eval_steps": null, |
|
"distributed_backend": "nccl", |
|
"distributed_url": "tcp://localhost:54321", |
|
"mixed_precision": false, |
|
"precision": "fp16", |
|
"epochs": 1000, |
|
"batch_size": 32, |
|
"eval_batch_size": 16, |
|
"grad_clip": [ |
|
1000, |
|
1000 |
|
], |
|
"scheduler_after_epoch": true, |
|
"lr": 0.001, |
|
"optimizer": "AdamW", |
|
"optimizer_params": { |
|
"betas": [ |
|
0.8, |
|
0.99 |
|
], |
|
"eps": 1e-09, |
|
"weight_decay": 0.01 |
|
}, |
|
"lr_scheduler": null, |
|
"lr_scheduler_params": {}, |
|
"use_grad_scaler": false, |
|
"allow_tf32": false, |
|
"cudnn_enable": true, |
|
"cudnn_deterministic": false, |
|
"cudnn_benchmark": false, |
|
"training_seed": 54321, |
|
"model": "vits", |
|
"num_loader_workers": 0, |
|
"num_eval_loader_workers": 2, |
|
"use_noise_augment": false, |
|
"audio": { |
|
"fft_size": 1024, |
|
"win_length": 1024, |
|
"hop_length": 256, |
|
"frame_shift_ms": null, |
|
"frame_length_ms": null, |
|
"stft_pad_mode": "reflect", |
|
"sample_rate": 24000, |
|
"resample": false, |
|
"preemphasis": 0.0, |
|
"ref_level_db": 20, |
|
"do_sound_norm": false, |
|
"log_func": "np.log10", |
|
"do_trim_silence": true, |
|
"trim_db": 45, |
|
"do_rms_norm": false, |
|
"db_level": null, |
|
"power": 1.5, |
|
"griffin_lim_iters": 60, |
|
"num_mels": 80, |
|
"mel_fmin": 0, |
|
"mel_fmax": null, |
|
"spec_gain": 20, |
|
"do_amp_to_db_linear": true, |
|
"do_amp_to_db_mel": true, |
|
"pitch_fmax": 640.0, |
|
"pitch_fmin": 1.0, |
|
"signal_norm": true, |
|
"min_level_db": -100, |
|
"symmetric_norm": true, |
|
"max_norm": 4.0, |
|
"clip_norm": true, |
|
"stats_path": null |
|
}, |
|
"use_phonemes": false, |
|
"phonemizer": null, |
|
"phoneme_language": null, |
|
"compute_input_seq_cache": true, |
|
"text_cleaner": "basic_cleaners", |
|
"enable_eos_bos_chars": false, |
|
"test_sentences_file": "", |
|
"phoneme_cache_path": "/kaggle/working/train_output/phoneme_cache", |
|
"characters": { |
|
"characters_class": "TTS.tts.utils.text.characters.Graphemes", |
|
"vocab_dict": null, |
|
"pad": "<PAD>", |
|
"eos": "<EOS>", |
|
"bos": "<BOS>", |
|
"blank": "<BLNK>", |
|
"characters": "abnhikorst\u0430\u0431\u0432\u0433\u0434\u0435\u0436\u0437\u0438\u0439\u043a\u043b\u043c\u043d\u043e\u043f\u0440\u0441\u0442\u0443\u0444\u0445\u0446\u0447\u0448\u0449\u044a\u044b\u044c\u044d\u044e\u044f\u04cf", |
|
"punctuations": "!\"(),-.:?\u00ab\u00bb\u2013 ", |
|
"phonemes": "", |
|
"is_unique": true, |
|
"is_sorted": true |
|
}, |
|
"add_blank": true, |
|
"batch_group_size": 5, |
|
"loss_masking": null, |
|
"min_audio_len": 1, |
|
"max_audio_len": Infinity, |
|
"min_text_len": 1, |
|
"max_text_len": Infinity, |
|
"compute_f0": false, |
|
"compute_energy": false, |
|
"compute_linear_spec": true, |
|
"precompute_num_workers": 0, |
|
"start_by_longest": false, |
|
"shuffle": false, |
|
"drop_last": false, |
|
"datasets": [ |
|
{ |
|
"formatter": "mozilla", |
|
"dataset_name": "", |
|
"path": "/kaggle/input/circassian-kbd-tts-male", |
|
"meta_file_train": "metadata.csv", |
|
"ignored_speakers": null, |
|
"language": "", |
|
"phonemizer": "", |
|
"meta_file_val": "", |
|
"meta_file_attn_mask": "" |
|
} |
|
], |
|
"test_sentences": [ |
|
[ |
|
"\u0441\u0438 \u043d\u044d\u0445\u0443\u043d\u044d\u0440 \u043a\u044a\u044d\u0445\u044a\u0443\u0443\u044d \u0449\u044b\u0442\u043c\u044d \u043b\u04cf\u044b \u0445\u044d\u043a\u04cf\u044b\u043d\u0449" |
|
], |
|
[ |
|
"\u043a\u044a\u044b\u0444\u04cf\u044d\u0433\u044a\u044d\u043d\u044d\u043d" |
|
], |
|
[ |
|
"\u0443\u0438 \u0443\u043d\u044d\u0436\u044c \u0445\u0443\u044d\u0434\u044d \u0449\u044b\u04cf\u044d\u043a\u044a\u044b\u043c" |
|
], |
|
[ |
|
"\u0442\u0445\u044b\u043b\u044a \u043f\u04cf\u0430\u0449\u044d\u0440 \u0437\u044b\u0442\u0435\u0443\u0445\u0443\u0430\u0440" |
|
], |
|
[ |
|
"\u043b\u044a\u044b\u043f\u0446\u04cf\u044d" |
|
], |
|
[ |
|
"\u043f\u0449\u044b\u0445\u044c\u044d\u0449\u0445\u044c\u044d\u0440 \u0434\u0430\u0443\u044d \u0431\u0433\u044a\u044d\u043a\u04cf\u0443\u044d\u043d\u0443?|" |
|
], |
|
[ |
|
"\u043b\u044d\u0436\u044c\u0430\u043f\u04cf\u044d\u043d\u0448\u0430\u0433\u044a\u044d" |
|
], |
|
[ |
|
"\u0437\u044b\u043a\u044a\u044b\u043a\u04cf\u0443\u044d\u0446\u04cf\u044b\u0437\u0433\u044a\u044d\u0434\u0436\u044d\u0440\u044d\u0437\u044b\u043a\u04cf\u044b\u0436\u044b\u0444\u0430 \u043c\u044b\u0433\u044a\u0443\u044d\u043a\u044a\u044b\u043c" |
|
], |
|
[ |
|
"\u043f\u0441\u043e\u0440\u0438 \u0437\u044d\u0440\u044b\u0443\u0437\u044b\u043d\u0448\u044d\u0440 \u043d\u044d\u0445\u044a\u0430\u043f\u044d\u0449" |
|
] |
|
], |
|
"eval_split_max_size": null, |
|
"eval_split_size": 0.01, |
|
"use_speaker_weighted_sampler": false, |
|
"speaker_weighted_sampler_alpha": 1.0, |
|
"use_language_weighted_sampler": false, |
|
"language_weighted_sampler_alpha": 1.0, |
|
"use_length_weighted_sampler": false, |
|
"length_weighted_sampler_alpha": 1.0, |
|
"model_args": { |
|
"num_chars": 60, |
|
"out_channels": 513, |
|
"spec_segment_size": 32, |
|
"hidden_channels": 192, |
|
"hidden_channels_ffn_text_encoder": 768, |
|
"num_heads_text_encoder": 2, |
|
"num_layers_text_encoder": 6, |
|
"kernel_size_text_encoder": 3, |
|
"dropout_p_text_encoder": 0.1, |
|
"dropout_p_duration_predictor": 0.5, |
|
"kernel_size_posterior_encoder": 5, |
|
"dilation_rate_posterior_encoder": 1, |
|
"num_layers_posterior_encoder": 16, |
|
"kernel_size_flow": 5, |
|
"dilation_rate_flow": 1, |
|
"num_layers_flow": 4, |
|
"resblock_type_decoder": "1", |
|
"resblock_kernel_sizes_decoder": [ |
|
3, |
|
7, |
|
11 |
|
], |
|
"resblock_dilation_sizes_decoder": [ |
|
[ |
|
1, |
|
3, |
|
5 |
|
], |
|
[ |
|
1, |
|
3, |
|
5 |
|
], |
|
[ |
|
1, |
|
3, |
|
5 |
|
] |
|
], |
|
"upsample_rates_decoder": [ |
|
8, |
|
8, |
|
2, |
|
2 |
|
], |
|
"upsample_initial_channel_decoder": 512, |
|
"upsample_kernel_sizes_decoder": [ |
|
16, |
|
16, |
|
4, |
|
4 |
|
], |
|
"periods_multi_period_discriminator": [ |
|
2, |
|
3, |
|
5, |
|
7, |
|
11 |
|
], |
|
"use_sdp": true, |
|
"noise_scale": 1.0, |
|
"inference_noise_scale": 0.667, |
|
"length_scale": 1, |
|
"noise_scale_dp": 1.0, |
|
"inference_noise_scale_dp": 1.0, |
|
"max_inference_len": null, |
|
"init_discriminator": true, |
|
"use_spectral_norm_disriminator": false, |
|
"use_speaker_embedding": false, |
|
"num_speakers": 0, |
|
"speakers_file": null, |
|
"d_vector_file": null, |
|
"speaker_embedding_channels": 256, |
|
"use_d_vector_file": false, |
|
"d_vector_dim": 0, |
|
"detach_dp_input": true, |
|
"use_language_embedding": false, |
|
"embedded_language_dim": 4, |
|
"num_languages": 0, |
|
"language_ids_file": null, |
|
"use_speaker_encoder_as_loss": false, |
|
"speaker_encoder_config_path": "", |
|
"speaker_encoder_model_path": "", |
|
"condition_dp_on_speaker": true, |
|
"freeze_encoder": false, |
|
"freeze_DP": false, |
|
"freeze_PE": false, |
|
"freeze_flow_decoder": false, |
|
"freeze_waveform_decoder": false, |
|
"encoder_sample_rate": null, |
|
"interpolate_z": true, |
|
"reinit_DP": false, |
|
"reinit_text_encoder": false |
|
}, |
|
"lr_gen": 0.0002, |
|
"lr_disc": 0.0002, |
|
"lr_scheduler_gen": "ExponentialLR", |
|
"lr_scheduler_gen_params": { |
|
"gamma": 0.999875, |
|
"last_epoch": -1 |
|
}, |
|
"lr_scheduler_disc": "ExponentialLR", |
|
"lr_scheduler_disc_params": { |
|
"gamma": 0.999875, |
|
"last_epoch": -1 |
|
}, |
|
"kl_loss_alpha": 1.0, |
|
"disc_loss_alpha": 1.0, |
|
"gen_loss_alpha": 1.0, |
|
"feat_loss_alpha": 1.0, |
|
"mel_loss_alpha": 45.0, |
|
"dur_loss_alpha": 1.0, |
|
"speaker_encoder_loss_alpha": 1.0, |
|
"return_wav": true, |
|
"use_weighted_sampler": false, |
|
"weighted_sampler_attrs": {}, |
|
"weighted_sampler_multipliers": {}, |
|
"r": 1, |
|
"num_speakers": 0, |
|
"use_speaker_embedding": false, |
|
"speakers_file": null, |
|
"speaker_embedding_channels": 256, |
|
"language_ids_file": null, |
|
"use_language_embedding": false, |
|
"use_d_vector_file": false, |
|
"d_vector_file": null, |
|
"d_vector_dim": 0, |
|
"github_branch": "inside_docker" |
|
} |